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A CPSS-based Network Resource Optimization Mechanism for Wireless Heterogeneous Network
Li YK(李玉珂)1,2; Yang J(杨坚)1; Wang X(王晓)1,3; Han SS(韩双双)1,3; Dongpu,Cao4; Wang FY(王飞跃)1,5
Source PublicationIEEE Transactions on Computational Social Systems
ISSN2329-924X
2018-12
Volume5Issue:4Pages:985 - 994
Subtype期刊论文
Abstract

Radio resource management (RRM), which aims to satisfy the requirements of both mobile users and service providers, can be seen as one of the typical issues of cyber-physical-social system since the social factors, that is, the requirements and priorities of users are extremely important in heterogeneous networks. In this paper, we propose a novel resource allocation and access control mechanism based on parallel network architecture, which provides a high-bandwidth connectivity with guaranteed quality of service (QoS) for mobile users in a seamless manner. In this mechanism, multiple users are classified into several types according to their social property such as priorities and bandwidth requirements of different users. Compared with the general received signal strength (RSS)-based method, the proposed user priority (UP)-based method achieves three main advantages as follows: 1) it further balances the load of base stations (BSs) when the resource is sufficient; 2) it provides a mechanism called high priority users higher QoS when the network is heavily loaded compared to the RSS-based method; and 3) it hands over a few users from a heavily loaded BS to a lightly loaded one to allow more users to access this network. The simulation results confirm the advantages of the proposed UP-based mechanism and show that the simulation results of the Q-learning method are consistent with its theoretical analysis.

KeywordAccess Control Mechanism Parallel Network User Priority (Up)-based Mechanism Quality Of Service (Qos) Radio Resource Management (Rrm)
Indexed BySCIE
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/23346
Collection复杂系统管理与控制国家重点实验室_平行控制
Corresponding AuthorWang FY(王飞跃)
Affiliation1.中科院自动化研究所,复杂系统管理与控制国家重点实验室
2.中国科学院大学
3.青岛智能产业技术研究院
4.Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo,
5.Research Center for Military Computational Experiments and Parallel Systems Technology, National University of Defense Technology,
Recommended Citation
GB/T 7714
Li YK,Yang J,Wang X,et al. A CPSS-based Network Resource Optimization Mechanism for Wireless Heterogeneous Network[J]. IEEE Transactions on Computational Social Systems,2018,5(4):985 - 994.
APA Li YK,Yang J,Wang X,Han SS,Dongpu,Cao,&Wang FY.(2018).A CPSS-based Network Resource Optimization Mechanism for Wireless Heterogeneous Network.IEEE Transactions on Computational Social Systems,5(4),985 - 994.
MLA Li YK,et al."A CPSS-based Network Resource Optimization Mechanism for Wireless Heterogeneous Network".IEEE Transactions on Computational Social Systems 5.4(2018):985 - 994.
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